Real ChatGPT answer · index seedGbcwG3A29qgcompleteMarketing and advertising · local marketingcommercial
I own a small bakery in Austin and want to know how I can actually rank higher on Google Maps so neighborhood people find me instead of Starbucks.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I own a small bakery in Austin and want to know how I can actually rank higher on Google Maps so neighborhood people find me instead of Starbucks.
1 real search · 1 real-search pass
Google Business Profile local ranking factors relevance distance prominence official help improve local ranking reviews photos categories 2026Google ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Google Business Profile local ranking factors relevance distance prominence official help improve local ranking reviews photos categories 2026 Google ↗
- Google Business Profile · google.com
- Google Business Profile · business.google.com
- Google Search Console · search.google.com
- Google's official local ranking guidance · support.google.com
- Tips to improve your local ranking on Google · support.google.com
- Are Relevance, Distance, & Prominence Google Ranking Factors? · searchenginejournal.com